Arjan Kuijper

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Fraunhofer

Professor Mathematical and Applied Visual Computing, TU Darmstadt,

Research Coach Fraunhofer IGD

Secretary, IAPR ExCo

Understanding Interpretability by generalized distillation in Supervised Classification

The ability to interpret decisions taken by Machine Learning (ML) models...
12/05/2020 ∙ by Adit Agarwal, et al. ∙ 0 ∙ share

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MAAD-Face: A Massively Annotated Attribute Dataset for Face Images

Soft-biometrics play an important role in face biometrics and related fi...
12/02/2020 ∙ by Philipp Terhörst, et al. ∙ 5 ∙ share

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Micro Stripes Analyses for Iris Presentation Attack Detection

Iris recognition systems are vulnerable to the presentation attacks, suc...
10/28/2020 ∙ by Meiling Fang, et al. ∙ 0 ∙ share

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On Benchmarking Iris Recognition within a Head-mounted Display for AR/VR Application

Augmented and virtual reality is being deployed in different fields of a...
10/20/2020 ∙ by Fadi Boutros, et al. ∙ 0 ∙ share

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Beyond Identity: What Information Is Stored in Biometric Face Templates?

Deeply-learned face representations enable the success of current face r...
09/21/2020 ∙ by Philipp Terhörst, et al. ∙ 0 ∙ share

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A Visualization Interface to Improve the Transparency of Collected Personal Data on the Internet

Online services are used for all kinds of activities, like news, enterta...
09/07/2020 ∙ by Marija Schufrin, et al. ∙ 0 ∙ share

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Iris Liveness Detection Competition (LivDet-Iris) – The 2020 Edition

Launched in 2013, LivDet-Iris is an international competition series ope...
09/01/2020 ∙ by Priyanka Das, et al. ∙ 7 ∙ share

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The Effect of Wearing a Mask on Face Recognition Performance: an Exploratory Study

Face recognition has become essential in our daily lives as a convenient...
07/27/2020 ∙ by Naser Damer, et al. ∙ 0 ∙ share

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AutoSNAP: Automatically Learning Neural Architectures for Instrument Pose Estimation

Despite recent successes, the advances in Deep Learning have not yet bee...
06/26/2020 ∙ by David Kügler, et al. ∙ 0 ∙ share

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Style-transfer GANs for bridging the domain gap in synthetic pose estimator training

Given the dependency of current CNN architectures on a large training se...
04/28/2020 ∙ by Pavel Rojtberg, et al. ∙ 0 ∙ share

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Face Quality Estimation and Its Correlation to Demographic and Non-Demographic Bias in Face Recognition

Face quality assessment aims at estimating the utility of a face image f...
04/02/2020 ∙ by Philipp Terhörst, et al. ∙ 0 ∙ share

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SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness

Face image quality is an important factor to enable high performance fac...
03/20/2020 ∙ by Philipp Terhörst, et al. ∙ 0 ∙ share

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Demographic Bias in Presentation Attack Detection of Iris Recognition Systems

With the widespread use of biometric systems, the demographic bias probl...
03/06/2020 ∙ by Meiling Fang, et al. ∙ 0 ∙ share

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Unsupervised Enhancement of Soft-biometric Privacy with Negative Face Recognition

Current research on soft-biometrics showed that privacy-sensitive inform...
02/21/2020 ∙ by Philipp Terhörst, et al. ∙ 0 ∙ share

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Post-Comparison Mitigation of Demographic Bias in Face Recognition Using Fair Score Normalization

Current face recognition systems achieved high progress on several bench...
02/10/2020 ∙ by Philipp Terhörst, et al. ∙ 0 ∙ share

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Real-time texturing for 6D object instance detection from RGB Images

For objected detection, the availability of color cues strongly influenc...
12/13/2019 ∙ by Pavel Rojtberg, et al. ∙ 23 ∙ share

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Cascaded Generation of High-quality Color Visible Face Images from Thermal Captures

Generating visible-like face images from thermal images is essential to ...
10/21/2019 ∙ by Naser Damer, et al. ∙ 0 ∙ share

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Efficient Pose Selection for Interactive Camera Calibration

The choice of poses for camera calibration with planar patterns is only ...
07/09/2019 ∙ by Pavel Rojtberg, et al. ∙ 2 ∙ share

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Background Subtraction with Real-time Semantic Segmentation

Accurate and fast foreground object extraction is very important for obj...
11/25/2018 ∙ by Dongdong Zeng, et al. ∙ 0 ∙ share

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GANs for Medical Image Analysis

Generative Adversarial Networks (GANs) and their extensions have carved ...
09/13/2018 ∙ by Salome Kazeminia, et al. ∙ 0 ∙ share

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Combining Background Subtraction Algorithms with Convolutional Neural Network

Accurate and fast extraction of foreground object is a key prerequisite ...
07/05/2018 ∙ by Dongdong Zeng, et al. ∙ 0 ∙ share

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Exploring Adversarial Examples: Patterns of One-Pixel Attacks

Failure cases of black-box deep learning, e.g. adversarial examples, mig...
06/25/2018 ∙ by David Kügler, et al. ∙ 0 ∙ share

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Histograms of Gaussian normal distribution for feature matching in clutter scenes

3D feature descriptor provide information between corresponding models a...
06/19/2017 ∙ by Wei Zhou, et al. ∙ 0 ∙ share

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Arjan Kuijper

Featured Co-authors

Nassir Navab

Wei Zhou

Xiang Chen

Shadi Albarqouni

Bram van Ginneken

Adam Czajka

Mateusz Trokielewicz

Arun Ross

Anirban Mukhopadhyay

Sébastien Marcel

Piotr Maciejewicz

Understanding Interpretability by generalized distillation in Supervised Classification

MAAD-Face: A Massively Annotated Attribute Dataset for Face Images

Micro Stripes Analyses for Iris Presentation Attack Detection

On Benchmarking Iris Recognition within a Head-mounted Display for AR/VR Application

Beyond Identity: What Information Is Stored in Biometric Face Templates?

A Visualization Interface to Improve the Transparency of Collected Personal Data on the Internet

Iris Liveness Detection Competition (LivDet-Iris) – The 2020 Edition

The Effect of Wearing a Mask on Face Recognition Performance: an Exploratory Study

AutoSNAP: Automatically Learning Neural Architectures for Instrument Pose Estimation

Style-transfer GANs for bridging the domain gap in synthetic pose estimator training

Face Quality Estimation and Its Correlation to Demographic and Non-Demographic Bias in Face Recognition

SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness

Demographic Bias in Presentation Attack Detection of Iris Recognition Systems

Unsupervised Enhancement of Soft-biometric Privacy with Negative Face Recognition

Post-Comparison Mitigation of Demographic Bias in Face Recognition Using Fair Score Normalization

Real-time texturing for 6D object instance detection from RGB Images

Cascaded Generation of High-quality Color Visible Face Images from Thermal Captures

Efficient Pose Selection for Interactive Camera Calibration

Background Subtraction with Real-time Semantic Segmentation

GANs for Medical Image Analysis

Combining Background Subtraction Algorithms with Convolutional Neural Network

Exploring Adversarial Examples: Patterns of One-Pixel Attacks

Histograms of Gaussian normal distribution for feature matching in clutter scenes